{"id":"W3045864629","doi":"10.1111/pan.13883","title":"Desperate times breed desperate measures: About valiance or foolhardiness","year":2020,"lang":"en","type":"article","venue":"Pediatric Anesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"Perth Children's Hospital Foundation; Stan Perron Charitable Foundation","keywords":"Medicine; Breed; Animal science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004481689,0.0006810419,0.0009262617,0.0008018463,0.002029297,0.004500496,0.0009433064,0.005626252,0.009858235],"category_scores_gemma":[0.0344248,0.0003163744,0.0004856356,0.000554524,0.007758029,0.006224241,0.001533447,0.01681861,0.00343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00182669,"about_ca_system_score_gemma":0.002077982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003040699,"about_ca_topic_score_gemma":0.007807969,"domain_scores_codex":[0.996885,0.001148139,0.0003355949,0.0003146678,0.001050075,0.0002665572],"domain_scores_gemma":[0.9818622,0.01068333,0.001203578,0.0004806639,0.003375537,0.002394666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005911256,0.00002074419,0.0004799385,0.0002360875,0.00001902605,0.0003072967,0.0008941651,0.00002674628,0.0001939286,0.01047084,0.9113503,0.07594191],"study_design_scores_gemma":[0.00001874983,0.00006060132,0.001052671,0.001417351,0.00002539638,0.001981186,0.002431129,0.00008287825,0.0001910554,0.01284724,0.9798498,0.00004194225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000984643,0.1114127,0.0008156961,0.7457508,0.1271414,0.000006536463,0.00003769109,0.0001000081,0.01375052],"genre_scores_gemma":[0.03909107,0.1539838,0.002154005,0.5226141,0.2327054,0.00003186113,0.00005849355,0.0004505904,0.04891058],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009858235,"threshold_uncertainty_score":0.03297901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04892416724384483,"score_gpt":0.2767609722325534,"score_spread":0.2278368049887085,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}